Month: March 2023

Opinion It’s 1960 all over again Image from Pixabay In a recent study, the University of Pennsylvania and OpenAI investigated the potential impact of large language models (LLM), such as … Read more

Creating robust CO₂ scenarios for data-driven climate action Photo by David Aler on Unsplash / Sketch and montage by author The effects of climate change are becoming increasingly visible around … Read more

Visual Understanding of the Models and the Impacts of Hyperparameters K Nearest Neighbors or KNN is one of the most simple models in machine learning. In fact, to some extent, … Read more

Discussing LLMs like ChatGPT, the underlying costs, and inference optimization approaches Photo by Pixabay In the recent past, machine learning was considered a complex, niche technology that only a select … Read more

Ensuring that everyone is understood I have been working on conversational AI with large language models (like GPT-4) for many years. The recent huge burst in popularity due to chatGPT … Read more

How to Understand Outputs and Maximize its Practical Application TLDR: Media Mix Modeling (MMM) is a statistical approach for marketing measurement, but it’s not a “One size fits all” solution … Read more

Intuitive interpretations with R and Excel functions Photo by Naser Tamimi on Unsplash Statistical independence is a fundamental concept in statistics. It forms a part of the underlying assumptions in … Read more

Parking, image by Dall-E 2. An introduction to optimal stopping and how it relates to data science In our everyday lives, we are often faced with the challenge of making … Read more

Made by DALL-E-2 according to the author’s description As businesses increasingly employ machine learning models on collected data, one challenge that arises is the presence of positive-unlabeled (PU) datasets. These … Read more

So, you have some custom text dataset that you wish to categorise, but wondering how? Well, let me show you how, using pre-trained state of the art language models. Photo … Read more

Use prompt engineering to analyze your documents with langchain and openai in a ChatGPT-like way (Original) photo by Laura Rivera on Unsplash. ChatGPT is definitely one of the most popular … Read more

Learn how to use TorchData and DataPipes to efficiently stream large datasets like Conceptual Captions 3M. Photo by Quinten de Graaf on Unsplash When working with large datasets, especially in … Read more

While OpenAI has dominated the field of natural language processing with their generative text models, their image generation counterpart, DALL·E, now faces a viable open-source competitor in Stable Diffusion. This … Read more

Back To Basics | SQL fundamentals for beginners Image by author, created on canva In order to understand the enterprise data; you have to query it a lot. When I … Read more

A first look at two major AI releases Your author. This isn’t the video, the video is lower down. Or here, if you insist. Here comes an AI unboxing video! … Read more

Learn the fundamentals of TF-IDF and how to implement it from scratch in Python Photo by Aaron Burden on Unsplash Feature extraction is an important initial step in NLP, which … Read more

iPINN ~with code Solving inverse differential equation problems Photo by Daniele Levis Pelusi on Unsplash (1) Introduction: What is physics-informed? Many relationships in physics, biology, chemistry, economics, engineering, etc., are … Read more

Building intuition about Neural Networks Photo by La-Rel Easter on Unsplash Deep Learning has witnessed tremendous growth in the last decade. With applications in image classification, speech recognition, text to … Read more

| COMPUTER VISION | AI IN HEALTHCARE | CNN Or How Google is Using Deep Learning to Diagnose Diseases in Eye Photos image by the author using OpenAI DALL-E Google … Read more

Photo by National Cancer Institute on Unsplash A look into a scientific review paper that asked that question and found answers Artificial intelligence (AI) is becoming increasingly prevalent in our … Read more

Advancements, Opportunities, and Impacts of Automatic Speech Recognition Technology in Various Domains Photo by Andrew DesLauriers on Unsplash TL;DR: This post focuses on the advancements in Automatic Speech Recognition (ASR) … Read more

The QUALIFY clause is pure syntactic sugar Image by Joanna Kosinska on Unsplash In this article, I’m going to introduce you to the SQL QUALIFY clause: a trick that will … Read more

Photo by Erik Mclean on Unsplash. Data visualizations convey ideas that dataframes and tables cannot. But effectively telling a story through data visualization requires an aesthetically pleasing, interpretable chart that … Read more

Unveiling the fascinating relationship between Fourier Series and Time Series Photo by Pawel Czerwinski on Unsplash When we want to model seasonality in our time series we often turn to … Read more

A general introduction to a list of canonical tasks and corresponding datasets to measure your medical natural language processing Source: https://unsplash.com/ The field of natural language processing (NLP) has evolved … Read more

Great reads on modeling, processes, and leadership Photo by Emil Widlund on Unsplash At the very start of my journey in data, I thought I was going to be a … Read more

Identify Patterns in Time-Series Data with Overlapping Window Techniques Photo by Eugene Chystiakov on Unsplash Windowing techniques enable data analysts to identify valuable patterns in time-series data. Sliding windows are … Read more

Photorealistic Generation of Anything You Can Think of Figure 1. Text-to-Image Generation. Image made by author. If you are an avid follower of the newest CV papers, you would be … Read more